thejat / mlops-notebooksLinks
☆65Updated last month
Alternatives and similar repositories for mlops-notebooks
Users that are interested in mlops-notebooks are comparing it to the libraries listed below
Sorting:
- ☆24Updated last month
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 5 months ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- Best practices for engineering ML pipelines.☆35Updated 3 years ago
- Demo for CI/CD in a machine learning project☆106Updated last year
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated last month
- Practical Deep Learning at Scale with MLFlow, published by Packt☆160Updated last year
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆32Updated 2 years ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆37Updated last year
- Example machine learning pipeline with MLflow and Hydra☆89Updated 2 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆217Updated 2 years ago
- ☆38Updated 2 years ago
- ☆14Updated 2 years ago
- An example MLFlow project☆48Updated 5 months ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 2 years ago
- ☆28Updated 3 years ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆183Updated 3 years ago
- ☆32Updated 2 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆47Updated 3 years ago
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆78Updated 2 years ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆64Updated 3 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Production-Ready Applied Deep Learning☆90Updated last year
- ☆23Updated 2 years ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- Reference code base for ML Engineering, Manning Publications☆130Updated 3 years ago